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Compact Representations of Preferences

Kaci, Souhila; Lang, Jérôme; Perny, Patrice (2020), Compact Representations of Preferences, in Pierre Marquis, Odile Papini, Henri Prade, Springer, p. 217-252. 10.1007/978-3-030-06164-7_7

Type
Chapitre d'ouvrage
Date
2020
Book author
Pierre Marquis, Odile Papini, Henri Prade
Publisher
Springer
ISBN
978-3-030-06164-7
Pages
217-252
Publication identifier
10.1007/978-3-030-06164-7_7
Metadata
Show full item record
Author(s)
Kaci, Souhila
Système Multi-agent, Interaction, Langage, Evolution [SMILE]
Lang, Jérôme
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Perny, Patrice
LIP6
Abstract (EN)
This chapter presents the main families of representation languages for preferences on combinatorial domains (composed by several attributes or variables with discrete value domains). In the first part of the chapter, we present the problem in its full generality. A large part of these languages are said to be graphical, because they work by expressing elementary preferences in a local way, using structural independence properties that are represented under the form of a graph. In the second (respectively, third) part of the chapter we review graphical languages for expressing ordinal (respectively, cardinal) preferences. Another class of preference representation languages makes use of (propositional) logic; they will be reviewed in the fourth part of the chapter, together with proper ‘preference logics’.
Subjects / Keywords
Preferences; CP nets; GAI nets; Logical Representations

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